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10/13/2022
Delta-Closure Structure for Studying Data Distribution
In this paper, we revisit pattern mining and study the distribution unde...
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05/05/2022
Experimental Study of Concise Representations of Concepts and Dependencies
In this paper we are interested in studying concise representations of c...
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12/03/2019
The Comparison of Methods for Individual Treatment Effect Detection
Today, treatment effect estimation at the individual level is a vital pr...
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02/27/2019
Machine learning for subgroup discovery under treatment effect
In many practical tasks it is needed to estimate an effect of treatment ...
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03/28/2017
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time
The exponential explosion of the set of patterns is one of the main chal...
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06/02/2015
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints
In pattern mining, the main challenge is the exponential explosion of th...
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04/09/2015